Clustering on BANK-40K
1.77Average CPU Time (s)Flow
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Flowk=2, lambda=0.01, Target=0.47, p=67, q=1442026.05 | 1.77 | 176.85 | -95.27 | |
| Flowk=2, lambda=0.10, Target=0.42, p=335, q=7922026.05 | 1.79 | 178.5 | -98.79 | |
| Flowk=2, lambda=0.30, Target=0.33, p=126, q=3832026.05 | 1.79 | 178.99 | -96.92 | |
| Flowk=5, lambda=0.01, Target=0.47, p=375, q=8062026.05 | 3.07 | 306.56 | -98.32 | |
| Flowk=5, lambda=0.10, Target=0.42, p=291, q=6882026.05 | 3.29 | 328.54 | -97.5 | |
| Flowk=10, lambda=0.01, Target=0.47, p=187, q=4022026.05 | 3.67 | 367.43 | -96.17 | |
| Flowk=15, lambda=0.01, Target=0.46, p=415, q=8932026.05 | 3.89 | 389.36 | -98.06 | |
| Flowk=5, lambda=0.30, Target=0.33, p=176, q=5352026.05 | 4.08 | 408.3 | -94.61 | |
| Flowk=15, lambda=0.10, Target=0.42, p=406, q=9612026.05 | 4.32 | 431.87 | -97.52 | |
| Flowk=10, lambda=0.10, Target=0.42, p=85, q=2012026.05 | 4.54 | 454.45 | -89.84 | |
| Flowk=15, lambda=0.30, Target=0.33, p=208, q=6332026.05 | 5.93 | 593.17 | -93.17 | |
| Flowk=10, lambda=0.30, Target=0.33, p=124, q=3772026.05 | 6.01 | 600.92 | -89.52 | |
| MPFCk=2, lambda=0.30, Target=0.33, p=126, q=3832026.05 | 19.72 | 1,971.85 | -66.05 | |
| MPFCk=2, lambda=0.10, Target=0.42, p=335, q=7922026.05 | 20.23 | 2,023.17 | -86.29 | |
| MPFCk=2, lambda=0.01, Target=0.47, p=67, q=1442026.05 | 21.06 | 2,105.91 | -43.7 | |
| SFCk=2, lambda=0.01, Target=0.47, p=67, q=1442026.05 | 37.41 | — | — | |
| SFCk=10, lambda=0.10, Target=0.42, p=85, q=2012026.05 | 44.69 | — | — | |
| SFCk=10, lambda=0.30, Target=0.33, p=124, q=3772026.05 | 57.32 | — | — | |
| SFCk=2, lambda=0.30, Target=0.33, p=126, q=3832026.05 | 58.09 | — | — | |
| SFCk=5, lambda=0.30, Target=0.33, p=176, q=5352026.05 | 75.72 | — | — | |
| MPFCk=5, lambda=0.10, Target=0.42, p=291, q=6882026.05 | 85.86 | — | -34.66 | |
| SFCk=15, lambda=0.30, Target=0.33, p=208, q=6332026.05 | 86.85 | — | — | |
| MPFCk=5, lambda=0.30, Target=0.33, p=176, q=5352026.05 | 87.99 | — | 16.2 | |
| SFCk=10, lambda=0.01, Target=0.47, p=187, q=4022026.05 | 95.78 | — | — | |
| MPFCk=5, lambda=0.01, Target=0.47, p=375, q=8062026.05 | 100.16 | — | -45.19 | |
| SFCk=5, lambda=0.10, Target=0.42, p=291, q=6882026.05 | 131.41 | — | — | |
| SFCk=2, lambda=0.10, Target=0.42, p=335, q=7922026.05 | 147.55 | — | — | |
| SFCk=15, lambda=0.10, Target=0.42, p=406, q=9612026.05 | 174.17 | — | — | |
| SFCk=5, lambda=0.01, Target=0.47, p=375, q=8062026.05 | 182.74 | — | — | |
| SFCk=15, lambda=0.01, Target=0.46, p=415, q=8932026.05 | 201 | — | — | |
| MPFCk=10, lambda=0.30, Target=0.33, p=124, q=3772026.05 | 278.06 | — | 385.1 | |
| MPFCk=10, lambda=0.10, Target=0.42, p=85, q=2012026.05 | 278.47 | — | 523.11 | |
| MPFCk=15, lambda=0.30, Target=0.33, p=208, q=6332026.05 | 330 | — | 279.97 | |
| MPFCk=15, lambda=0.10, Target=0.42, p=406, q=9612026.05 | 361.42 | — | 107.51 | |
| MPFCk=10, lambda=0.01, Target=0.47, p=187, q=4022026.05 | 362.67 | — | 278.65 | |
| MPFCk=15, lambda=0.01, Target=0.46, p=415, q=8932026.05 | 452.15 | — | 124.95 | |
| FlowAggregation=Average2026.05 | — | — | -95.47 | |
| MPFCAggregation=Average2026.05 | — | — | 119.97 |